Cover Image

Input-Aware Sparse Attention for Real-Time Co-Speech Video Generation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lu, Beijia, Chen, Ziyi, Xiao, Jing, Zhu, Jun-Yan
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Attention Sparsity is Input-Stable: Training-Free Sparse Attention for Video Generation via Offline Sparsity Profiling and Online QK Co-Clustering
by: Luo, Jiayi, et al.
Published: (2026)

Sparse VideoGen2: Accelerate Video Generation with Sparse Attention via Semantic-Aware Permutation
by: Yang, Shuo, et al.
Published: (2025)

OmniSparse: Training-Aware Fine-Grained Sparse Attention for Long-Video MLLMs
by: Chen, Feng, et al.
Published: (2025)

Mem-MLP: Real-Time 3D Human Motion Generation from Sparse Inputs
by: Mutlu, Sinan, et al.
Published: (2025)

Sparse Forcing: Native Trainable Sparse Attention for Real-time Autoregressive Diffusion Video Generation
by: Xu, Boxun, et al.
Published: (2026)

RealCam: Real-Time Novel-View Video Generation with Interactive Camera Control
by: Xu, Youcan, et al.
Published: (2026)

Causal Forcing++: Scalable Few-Step Autoregressive Diffusion Distillation for Real-Time Interactive Video Generation
by: Zhao, Min, et al.
Published: (2026)

RAPTOR: Real-Time High-Resolution UAV Video Prediction with Efficient Video Attention
by: Chen, Zhan, et al.
Published: (2025)

UMo: Unified Sparse Motion Modeling for Real-Time Co-Speech Avatars
by: Zhan, Xiaoyu, et al.
Published: (2026)

MonarchRT: Efficient Attention for Real-Time Video Generation
by: Agarwal, Krish, et al.
Published: (2026)

Training-free and Adaptive Sparse Attention for Efficient Long Video Generation
by: Xia, Yifei, et al.
Published: (2025)

Accelerating Text-to-Video Generation with Calibrated Sparse Attention
by: Yehezkel, Shai, et al.
Published: (2026)

A Lightweight Multi-Scale Attention Framework for Real-Time Spinal Endoscopic Instance Segmentation
by: Lai, Qi, et al.
Published: (2025)

Helios: Real Real-Time Long Video Generation Model
by: Yuan, Shenghai, et al.
Published: (2026)

Bidirectional Sparse Attention for Faster Video Diffusion Training
by: Zhan, Chenlu, et al.
Published: (2025)

PAT3D: Physics-Augmented Text-to-3D Scene Generation
by: Lin, Guying, et al.
Published: (2025)

PAROAttention: Pattern-Aware ReOrdering for Efficient Sparse and Quantized Attention in Visual Generation Models
by: Zhao, Tianchen, et al.
Published: (2025)

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization
by: Zhang, Zhexin, et al.
Published: (2026)

Real-Time Video Generation with Pyramid Attention Broadcast
by: Zhao, Xuanlei, et al.
Published: (2024)

Endless World: Real-Time 3D-Aware Long Video Generation
by: Zhang, Ke, et al.
Published: (2025)

MotionStream: Real-Time Video Generation with Interactive Motion Controls
by: Shin, Joonghyuk, et al.
Published: (2025)

AniDress: Animatable Loose-Dressed Avatar from Sparse Views Using Garment Rigging Model
by: Chen, Beijia, et al.
Published: (2024)

EasyGenNet: An Efficient Framework for Audio-Driven Gesture Video Generation Based on Diffusion Model
by: Li, Renda, et al.
Published: (2025)

Context-Aware Input Orchestration for Video Inpainting
by: Kim, Hoyoung, et al.
Published: (2024)

Video-based Generalized Category Discovery via Memory-Guided Consistency-Aware Contrastive Learning
by: Jing, Zhang, et al.
Published: (2025)

Left-right Discrepancy for Adversarial Attack on Stereo Networks
by: Wang, Pengfei, et al.
Published: (2024)

DFSAttn: Dynamic Fine-grained Sparse Attention for Efficient Video Generation
by: Hu, Jie, et al.
Published: (2026)

minWM: A Full-Stack Open-Source Framework for Real-Time Interactive Video World Models
by: Zhao, Min, et al.
Published: (2026)

CoMo: Compositional Motion Customization for Text-to-Video Generation
by: Xu, Youcan, et al.
Published: (2025)

VSA: Faster Video Diffusion with Trainable Sparse Attention
by: Zhang, Peiyuan, et al.
Published: (2025)

CoD-Lite: Real-Time Diffusion-Based Generative Image Compression
by: Jia, Zhaoyang, et al.
Published: (2026)

Memorize-and-Generate: Towards Long-Term Consistency in Real-Time Video Generation
by: Zhu, Tianrui, et al.
Published: (2025)

Towards Real-Time Open-Vocabulary Video Instance Segmentation
by: Yan, Bin, et al.
Published: (2024)

Moaw: Unleashing Motion Awareness for Video Diffusion Models
by: Zhang, Tianqi, et al.
Published: (2026)

CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives
by: Meng, Yihao, et al.
Published: (2026)

RealDiffusion: Physics-informed Attention for Multi-character Storybook Generation
by: Zhao, Qi, et al.
Published: (2026)

Pretraining Frame Preservation for Lightweight Autoregressive Video History Embedding
by: Zhang, Lvmin, et al.
Published: (2025)

Controllable Egocentric Video Generation via Occlusion-Aware Sparse 3D Hand Joints
by: Zhang, Chenyangguang, et al.
Published: (2026)

RainFusion2.0: Temporal-Spatial Awareness and Hardware-Efficient Block-wise Sparse Attention
by: Chen, Aiyue, et al.
Published: (2025)

FreeLong: Training-Free Long Video Generation with SpectralBlend Temporal Attention
by: Lu, Yu, et al.
Published: (2024)